AI Object Detection for Automated Video and Image Redaction
VIDIZMO Redactor automatically identifies sensitive objects in videos and images using trained AI models. Faces, license plates, weapons, vehicles, and custom targets are detected and tracked across frames so your team can redact faster, reduce errors, and release content with confidence.
What Is AI Object Detection?
AI object detection uses machine learning models to locate, classify, and track specific objects in visual content. Instead of reviewing footage manually, AI scans every frame to identify targets like faces, people, plates, and weapons, then marks them for redaction or review.
VIDIZMO Redactor applies object detection across video and image workflows. Detections can be automatically redacted, tracked across frames, or routed for human validation before export.
Key Benefits:
- Automate detection of faces, people, plates, vehicles, weapons, and devices in seconds
- Track objects across entire videos without manual frame-by-frame work
- Control accuracy with configurable confidence thresholds and model sizes
- Define custom objects unique to your organization or use case
Identify Sensitive Objects Automatically
VIDIZMO Redactor detects the most common sensitive objects out of the box. AI models scan every frame and flag targets for redaction, giving your team complete visual coverage without manual effort.
Capabilities Include:
- Detect all visible faces across frames for identity protection
- Detect full-body individuals including partial views and groups
- Detect vehicle registration plates at varying angles and distances
- Identify cars, trucks, buses, motorcycles, and other vehicle types
- Detect firearms and weapons in surveillance or body cam footage
- Identify screens, phones, laptops, and other electronic devices
- Define and detect custom objects tailored to your specific requirements
Stay Compliant with Precise Detection
Accuracy matters when redaction is legally required. VIDIZMO Redactor gives you full control over how sensitive AI detection is, so you can meet regulatory standards without over-redacting or missing critical details.
Capabilities Include:
- Confidence threshold configurable from 25% to 90%, only detections above the threshold are applied
- AI model size selection: Small (faster processing), Medium (balanced), or Large (highest accuracy)
- Frame tracking threshold of 3 to 30 consecutive frames to confirm detections and reduce false positives
- AI-generated confidence scores visible for every detection before you finalize
- Face attribute filtering by age, gender, or race to refine redaction scope for compliance needs
Process Videos and Images Faster
Manual redaction slows teams down. VIDIZMO Redactor automates the heavy lifting so analysts can focus on review and validation instead of scanning footage frame by frame.
Capabilities Include:
- One-click automated detection across videos and images
- Persistent object tracking throughout entire videos for both predefined and custom objects
- Bulk processing to handle large volumes of files in a single operation
- Queue-based automation for unattended overnight or off-hours runs
- Consistent redaction styles (blur, pixelate, or black box) applied across all tracked frames
Upload Content
Ingest videos, images, or documents from cameras, case systems, surveillance platforms, or shared drives.
Configure and Detect
Select object types, set confidence thresholds, and choose model size. AI scans content and flags detected objects.
Apply Redaction
Apply blur, pixelate, or black box to detected objects. Redaction stays consistent across all tracked frames.
Export Securely
Download or share redacted outputs with full audit trails. The original file stays preserved and untouched.
Disclosure-Ready Workflows
Consistent Redaction Standards
Governance & Access Control
Audit-Ready Accountability
Scalable Operations
Secure Deployment & Data Control
On-Premise
Full control over infrastructure, data, and security policies—ideal for strict residency and compliance needs.
Private Cloud
Dedicated cloud environment with enhanced security and isolation, combining scalability with operational control.
Government Cloud
Built to meet government-grade security and compliance standards. Supports regulated frameworks.
Hybrid Environments
Integrates on-prem and cloud deployments seamlessly while keeping sensitive workloads secure.
Law Enforcement
Manually redact critical details in evidence when context matters, such as unique identifiers, informant details, or sensitive scene elements. Combine automation with analyst oversight to support CJIS-aligned workflows and defensible disclosure.
Legal
Protect privileged and confidential information in discovery, exhibits, recordings, and filings. Manual redaction ensures accuracy for nuanced content and enables consistent outputs across productions.
Healthcare
Safeguard PHI in scanned records, recorded consultations, and supporting media. Manual refinement helps ensure HIPAA-aligned redactions when identifiers are complex or poorly captured.
Government
Meet FOIA and public records requirements by applying careful, context-aware redactions, especially for sensitive terms, protected categories, or unique identifiers requiring human judgment.
Call Centers
Manually refine redactions in recorded calls where speech is unclear, overlapping, or context-dependent. Reduce risk while maintaining recording usability for QA and dispute resolution.
Education
Protect student and staff privacy in incident reports, recordings, and documentation. Manual tools support FERPA-related redactions when sensitive information is nuanced or case-specific.
Finance
Ensure accuracy when redacting account details, identifiers, and confidential references in customer documentation and recorded interactions—supporting compliance and risk reduction.
Transportation
Redact incident evidence, operational footage, and reports where unique visuals, identifiers, or sensitive context require manual control for accurate release.
